Slot Filling on MWOZ
99.28Micro F1MIDAS
Evaluation results
| Method | Links | |
|---|---|---|
| MIDASBackbone=BERT-Base2024.08 | 99.28 | |
| MIDASBackbone=ROBERTa-Base2024.08 | 99.28 | |
| MIDASmodel_description=Our best model2024.08 | 99.28 | |
| Tri-level JNLU2024.08 | 97.98 | |
| ROBERTa-Base2024.08 | 97.48 | |
| BERT-Base2024.08 | 92.18 | |
| ALBERT-Base2024.08 | 91.87 | |
| Slot-Gated2024.08 | 87.76 | |
| SeqSeq2024.08 | 85.43 | |
| GPT4o+2024.08 | 85.25 | |
| GPT4o2024.08 | 84.18 | |
| GPT3.52024.08 | 81.75 | |
| Gemma-7b2024.08 | 66.53 | |
| LLaMa3.1-8b-Ins.shot=3-shot2024.08 | 62.76 | |
| QWen2-7B-Ins.shot=3-shot2024.08 | 15.32 | |
| LLaMa2-13b-chat2024.08 | 8.91 | |
| LLaMa2-70b-chat2024.08 | 6.19 | |
| LLaMa2-7b-chat2024.08 | 2.17 |